Abstract
Kernel estimates are an integral part of non-parametric statistics. Convolutions of the kernels can be found in some expressions describing properties of kernel estimates. This paper presents the exact construction of convolutions of polynomial kernels and their properties.
References
[1] Bracewell, R. N.: The Fourier Transform & Its Applications, McGraw-Hill, New York, 1965.10.1119/1.1973431Search in Google Scholar
[2] Devroye, L.: A Course on Density Estimation, Birkhauser, Basel-Boston, 1987.Search in Google Scholar
[3] Ferraty, F.—Vieu, P.: Nonparametric Functional Data Analysis, Theory and Practice. Springer Ser. Statist., Springer, New York, 2006.Search in Google Scholar
[4] Gasser, T.—Müller, H. G.: Kernel estimation of regression functions. In: Smoothing Techniques for Curve Estimation. Lecture Notes in Math. 757, Springer, New York, 1979, pp. 23–68.10.1007/BFb0098489Search in Google Scholar
[5] Horová, I.—Koláček, J.—Zelinka, J.: Kernel Smoothing in MATLAB: Theory and Practice of Kernel Smoothing, World Scientific Publishing Co. Pte. Ltd., Singapore, 2012.10.1142/8468Search in Google Scholar
[6] Horová, I.—Vieu, P.—Zelinka, J.: Optimal Choice of Nonparametric Estimates of a Density and of its Derivatives, Statist. Decisions 20, (2002), 355–378.10.1524/strm.2002.20.14.355Search in Google Scholar
[7] Horová, I.—Zelinka, J.: Contribution to the bandwidth choice for kernel density estimates, Comput. Statist. 22(2007), 31–47.10.1007/s00180-007-0020-9Search in Google Scholar
[8] Müller, H. G.: Smooth optimum kernel estimators near endpoints, Biometrika 78(1991), 521–530.10.1093/biomet/78.3.521Search in Google Scholar
[9] Rudin, W.: Real and Complex Analysis, McGraw-Hill, New York, 1987.Search in Google Scholar
[10] Wand, M. P.—JONES, I. C.: Kernel Smoothing, Chapman & Hall, London, 1995.10.1007/978-1-4899-4493-1Search in Google Scholar
© 2016 Mathematical Institute Slovak Academy of Sciences
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